Business analytics : data analysis and decison making / S. Christian Albright, Wayne L. Winston.
Material type: TextPublisher: Australia ; Brazil ; Mexico ; Singapore ; United Kingdom ; United States : Cengage Learning, 2016Copyright date: ℗♭2017Edition: 6th editionDescription: xxv, 952 pages : illustrationsContent type:- text
- computer
- online resource
- 1305866479
- 1305947541
- 9781305866478
- 9781305947542
- Data analysis and decision making
- HD30.215 .A342b 2017
- HD30.215 .A342b 2017
Item type | Current library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|
E-Resources | Main Library E-Resources | 658.403 Al342 (Browse shelf(Opens below)) | Available | E000741 |
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Includes bibliographical references and index.
Includes bibliographical references (pages 943-944) and index
1. Introduction to Data Analysis and Decision Making.Part 1: EXPLORING DATA.2. Describing the Distribution of a Single Variable.3. Finding Relationships among Variables.Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.4. Probability and Probability Distributions.5. Normal, Binomial, Poisson, and Exponential Distributions.6. Decision Making under Uncertainty.Part 3: STATISTICAL INFERENCE.7. Sampling and Sampling Distributions.8. Confidence Interval Estimation.9. Hypothesis Testing.Part 4: REGRESSION ANALYSIS AND TIME SERIES FORECASTING.10. Regression Analysis: Estimating Relationships.11. Regression Analysis: Statistical Inference.12. Time Series Analysis and Forecasting.Part 5: OPTIMIZATION AND SIMULATION MODELING.13. Introduction to Optimization Modeling.14. Optimization Models.15. Introduction to Simulation Modeling.16. Simulation Models.Part 6: ADVANCED DATA ANALYSIS.17. Data Mining.Part 7: BONUS ONLINE MATERIAL.18. Importing Data into Excel.19. Analysis of Variance and Experimental Design.20. Statistical Process Control.Appendix A. Statistical Reporting.
"Become a master of data analysis, modeling, and spreadsheet use with BUSINESS ANALYTICS: DATA ANALYSIS AND DECISION MAKING, 6E! This popular quantitative methods text helps you maximize your success with its proven teach-by-example approach, student-friendly writing style, and complete Excel 2016 integration. (It is also compatible with Excel 2013, 2010, and 2007.) The text devotes three online chapters to advanced statistical analysis. Chapters on data mining and importing data into Excel emphasize tools commonly used under the Business Analytics umbrella -- including Microsoft Excel's "Power BI" suite. Up-to-date problem sets and cases demonstrate how chapter concepts relate to real-world practice. In addition, the Companion Website includes data and solutions files, PowerPoint slides, SolverTable for sensitivity analysis, and the Palisade DecisionTools Suite (@RISK, BigPicture, StatTools, PrecisionTree, TopRank, RISKOptimizer, NeuralTools, and Evolver)."--from Publisher.
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